Incrementally re-ingest notes (Markdown, plain text, or optional OneNote .onex) and build/refresh the CogMap Minard-style Knowledge Base visualization (an interactive knowledge-base-viz.html). Use when the user says "build the knowledge base", "refresh the knowledge base", "update the visualization", "re-ingest my notes", "add these notes", "I changed the notes", "rebuild the knowledge map", or points at note files to add. Only the chunks that actually changed are re-extracted. Runs a resumable one-command orchestrator and spawns extraction / resolution / synthesis sub-agents (or runs those stages itself) only when the delta requires it. No API key needed — the host coding agent is the LLM in the loop.
2026-07-16